General formulation of the CERFACS variational assimilation system (OPAVAR)

• Minimize where

• background term

• observation term

• subject to the constraint

• We construct the control vector so that

  • Improves the conditioning of the minimization
  • Allows for nonlinear balance and smoothness constraints
  • (they are embedded in )